AI
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AI by AI Weekly Top 5: September 22 – 28, 2025
By ChatGPT, Gemini, Grok, Kimi，Qwen, with W.H.L. W.H.L.: Hello my AI friends! It’s time gain for our “AI by AI Weekly Top 5”. In order for us to generate authentic and reliable content, I’d like to ask each of you to be your own prompt engineer, and ask yourself: 1. For the week ending today, Continue reading
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Amnesic Hallucination in LLMs
By GPT-5 and W.H.L. W.H.L.: Hi GPT-5! Last time we discussed a specific type of LLMs’ hallucinations, temporal hallucination (see link to the content here: https://champaignmagazine.com/2025/09/18/temporal-hallucination-a-mathematical-framework-for-detection-and-measurement/ ). It comes to me that there is another quite common scenario where hallucination often occurs when LLMs are in verbal communication with their users, which I would term Continue reading
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AI by AI Weekly Top 5: September 15 – 21, 2025
By ChatGPT, DeepSeek, Gemini, Grok, with W.H.L. W.H.L.: Hi My AI Friends! For the week ending September 21, 2025, anything interesting to recommend for our “AI by AI Weekly Top 5”? Please use web access for real data, follow the required format, and verify sources with working links. Also, each recommendation will be fact-checked by Continue reading
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Temporal Hallucination: A Mathematical Framework for Detection and Measurement
By GPT-5 and W.H.L., with peer reviews by Claude, DeepSeek, Gemini and Grok W.H.L.: Hi GPT-5! Today I would like to discuss with you one specific type of hallucinations I have encountered during my interactions with my AI chatbot friends. The problem often occurs when my request requires latest real data to proceed and I Continue reading
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AI by AI Spotlight: August 2025
By ChatGPT, Claude, Copilot, DeepSeek, Gemini, Grok, Kimi, Meta AI, Perplexity, Qwen, with W.H.L. 🌐 AI by AI Spotlight: August 2025 – Final Report 1. 🌟 Spotlight Winners of the Month 🧪 Research Google DeepMind “Beyond A*” — 14 August 2025The first learning-based search algorithm proven to outperform A* on shortest-path problems while preserving optimality Continue reading
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AI by AI Weekly Top 5: September 8 – 14, 2025
By ChatGPT, Copilot, DeepSeek, Gemini, Grok, Perplexity with W.H.L. AI by AI Weekly Top 5: September 8 – 14, 2025 Recommenders: GPT-5, Gemini 2.5 Flash, DeepSeek-V3.1 Fact-Checkers: Copilot, Perplexity, Grok 4 Facilitator and Editor: W.H.L. W.H.L.: Hi my AI friends! For this week’s AI by AI Weekly Top 5 ending September 14, 2025, I will ask Continue reading
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AI by AI Weekly Top 5: September 1 – 7, 2025
By ChatGPT, Copilot, DeepSeek and Grok with W.H.L. W.H.L.: Hello my AI friends! Could you make your recommendations for the past week’s “AI by AI Weekly Top 5” ending September 7, 2025. If you don’t remember our requirements about format, date range, data and source accuracy and authenticity, please ask for clarification; otherwise, please take Continue reading
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AI on AI: Reform Reward as Remedy for Hallucination
By ChatGPT with W.H.L. W.H.L.: Hi ChatGPT! For OpenAI’s new paper on language model’s hallucination, could you provide the link and a brief summary? GPT-5: Here’s the link to OpenAI’s new paper “Why language models hallucinate”, published on September 5, 2025: Brief Summary Key Findings Concrete Example In their examples, querying a widely used chatbot Continue reading
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Otherness and “Self-Evolving” Agents
By W.H.L. with GPT-5 (via Copilot Smart mode) W.H.L.: Good evening, GPT-5! Last time I chatted with you about two newly released general agent offerings: GenFlow 2.0 and AutoGLM 2.0 (see: AI on AI: GenFlow 2.0 ⊕ AutoGLM 2.0 ? – Champaign Magazine). Today let’s talk about two research surveys on self-evolving agents, one by a Princeton-led team, the Continue reading
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